{"id":"W2944541359","doi":"10.1200/jgo.18.00216","title":"Lung Cancer in Young Patients: Higher Rate of Driver Mutations and Brain Involvement, but Better Survival","year":2019,"lang":"en","type":"article","venue":"Journal of Global Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"AstraZeneca (Canada)","funders":"","keywords":"Medicine; Lung cancer; Anaplastic lymphoma kinase; Oncology; Internal medicine; Adenocarcinoma; Radiation therapy; Cancer; Epidermal growth factor receptor; Population; Chemotherapy; Stage (stratigraphy); Targeted therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002908724,0.0002817339,0.0005415807,0.0007051851,0.0005201252,0.0007060562,0.0002093772,0.0006035848,0.004368589],"category_scores_gemma":[0.001803501,0.0001316613,0.0003078026,0.0008724382,0.0002427429,0.0009379596,0.0003512204,0.0006198384,0.0006850606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002567414,"about_ca_system_score_gemma":0.0004147714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112718,"about_ca_topic_score_gemma":0.002645189,"domain_scores_codex":[0.9998029,0.00002029112,0.00002592224,0.00005399006,0.00004687706,0.00005020491],"domain_scores_gemma":[0.9991463,0.0001190135,0.0003374188,0.00002791813,0.0001477974,0.000221415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001062716,0.00002164126,0.9871992,0.00006403709,0.00003501669,0.002012264,0.0001015535,0.00002568655,0.0003623761,0.00007211938,0.0007956115,0.009204112],"study_design_scores_gemma":[0.000006622908,0.00007708075,0.9814408,0.00008692386,0.00007923359,0.01509682,0.0004113865,0.000139755,0.0001443709,0.0003670013,0.002133128,0.00001697623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800428,0.01333449,0.0003876018,0.0008376744,0.000193181,0.00002833807,0.001368386,0.00003000562,0.003777486],"genre_scores_gemma":[0.9934703,0.004010357,0.0002209573,0.0003371026,0.0002614619,0.00001319853,0.0009801805,0.000012998,0.0006934524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004368589,"threshold_uncertainty_score":0.01461446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017900334021477,"score_gpt":0.351458914409193,"score_spread":0.3412799110689782,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}